Frozen Categorical¶
-
class
golem.FrozenCategorical Simple categorical distribution. Categories will be encoded alphabetically as an ordered variable. In practice, because true categorical variables are not yet supported in sklearn, we implement this distribution as a discrete one with the first category being encoded as 0, the second as 1, et cetera, in alphabetical order.
- Parameters
categories (array) – List of categories.
probabilities (array) – List of probabilities corresponding to each category.
Methods
pdfProbabilities.
cdfCumulative density function.